Skills & MCP - GitHub Trending Knowledge Graph

GitRank indexes and ranks trending Skills & MCP repositories on GitHub for the This week period. Covering 100 monitored repositories, updated every 6 hours with verified net stars gained.

Skills & MCP

SKILL.md · MCP · Agent 插件100 个监测项目

Agent Skills (SKILL.md), MCP servers, CLAUDE.md / Cursor rules, and coding agent plugins

1
Ebony-Vinyl

dsh-our-free-model

+81/h Surging92 VitalityNEW

A dsh plugin that lets you use DeepSeek, Kimi and other frontier models free, with no login or API key.

JavaScript53k
+14k
2▲1
Nutlope

hallmark

+69/h Surging96 Vitality

A design skill for Claude Code, Cursor and Codex that keeps AI-generated interfaces from looking generic.

CSS43k
+12k
3▲1
pbakaus

impeccable

+69/h Surging96 VitalityTrending

A design vocabulary for coding agents, letting you steer with polish and bolder and review with critique and audit to catch AI slop before shipping.

Rust97k
+12k
4▼2
cloudflare

security-audit-skill

+67/h SurgingTrending

A coding-agent skill running multi-phase security audits with machine-readable, independently verified findings.

JavaScript54k
+11k
5
elayadesign

ai-design-skills

+59/h Surging96 Vitality
13k
+10.0k
6
affaan-m

ECC

+36/h Surging98 VitalityTrending

A performance optimization harness adding skills, memory, and security to AI coding agents.

JavaScript294k
+6.1k
7
YuJunZhiXue

dsh-purge

+38/h Surging98 VitalityNEW

A jailbreak prompt-swapping plugin for LLMs, with per-model presets and a DeepSeek default.

JavaScript14k
+6.4k
8▲2
google

elephant-goldfish-model

+37/h Surging96 VitalityNEW

Google's open-source skill set that helps AI coding agents design and review software.

Python6.7k
+6.3k
9▼1
mattpocock

skills

+34/h Surging98 VitalityTrending

Matt Pocock's public .agents skill set, ready to copy into your own AI coding agent setup.

Shell308k
+5.7k
10▲2
obra

superpowers

+32/h Surging98 VitalityTrending

A skills framework and development methodology that structures how AI coding agents work.

Shell310k
+5.4k
11▲2
JetBrains

thinkrail

+33/h Surging94 VitalityTrending

A lightweight JetBrains IDE that adapts itself around AI agent coding workflows.

TypeScript6.7k
+5.6k
12▼3
DietrichGebert

ponytail

+36/h Surging96 Vitality

Makes AI coding agents think like a lazy senior dev, favoring YAGNI: the best code is code you never wrote.

JavaScript181k
+6.1k
13▼2
Graphify-Labs

graphify

+33/h Surging98 Vitality

Turns any codebase, docs, SQL schemas and PDFs into a queryable knowledge graph with deterministic local AST parsing and explained edges.

Python140k
+5.5k
14
Leonxlnx

taste-skill

+28/h Surging96 VitalityTrending

Agent skills that give coding agents art direction and browser checks so pages stop looking generic.

JavaScript106k
+4.7k
15
AgriciDaniel

claude-seo

+28/h Surging94 VitalityTrending

A universal SEO skill pack for Claude Code with 26 sub-skills and 19 sub-agents covering technical SEO, schema, and AI search optimization.

Python25k
+4.7k
16▲6
thedotmack

claude-mem

+24/h Surging98 VitalityTrending

Gives AI coding agents persistent memory across sessions by compressing history and injecting relevant context.

TypeScript107k
+4.0k
17▲2
nextlevelbuilder

ui-ux-pro-max-skill

+21/h Surging98 Vitality

An AI skill pack giving coding assistants UI/UX design intelligence across multiple platforms.

Python143k
+3.5k
18▼1
lemomo-ai

lemo-opuscar

+21/h Surging98 VitalityNEW

A code-based film style toolbox with 66 ready-made style prompts and custom ones, no video model needed.

JavaScript9.8k
+3.5k
19▼1
tt-a1i

archify

+21/h Surging96 Vitality

An agent skill that turns any idea, plan, or codebase into interactive diagrams for Claude Code and Codex.

JavaScript92k
+3.5k
20▼4
xerj-org

xerj

+20/h Surging96 Vitality

A single Rust binary that indexes code, docs, logs and PDFs for BM25, vector and hybrid search, with an Elasticsearch-compatible API and MCP server for agents.

Rust18k
+3.4k
21
multica-ai

andrej-karpathy-skills

+24/h SurgingTrending

A single CLAUDE.md file that uses Karpathy's observations to reduce Claude Code coding pitfalls.

227k
+4.1k
22▲13
Donchitos

Claude-Code-Game-Studios

+19/h Surging96 Vitality

Turns Claude Code into a 49-agent game dev studio with 72 workflow skills mirroring real studio hierarchy.

Shell31k
+3.2k
23▼3
wheresryan22

anatomy

+19/h Surging96 VitalityNEW

An agent skill that turns real machines and complex systems into interactive isometric SVG illustrations, with optional WebGL and 3D effects.

JavaScript23k
+3.2k
24▼1
cathrynlavery

diagram-design

+17/h Surging96 Vitality

Editorial diagram templates in 45 styles for AI coding tools, output as self-contained HTML and SVG.

HTML63k
+2.8k
25▲2
emilkowalski

skills

+18/h Surging96 Vitality

A Markdown collection of practical skills for designers and engineers.

Markdown52k
+3.0k
26
Jakeschincariol

day-trader-skill

+16/h Surging96 VitalityNEW

Eleven Claude skills for day trading that scan charts, track news, and backtest entries and exits before risking money.

Python3.7k
+2.7k
27▼3
blader

humanizer

+16/h Surging96 Vitality

An agent skill that strips AI-generated writing tells from text for Claude, Cursor, and similar tools.

Python63k
+2.7k
28NEW
ccch1mneyyy

dsh-go

+17/h Surging96 VitalityNEW

Puts a DeepSeek coding agent in your pocket: runs natively on Android and remotely controls your computer to write and fix code.

Dart2.8k
+2.8k
29▼1
farion1231

cc-switch

+14/h Surging96 Vitality

A desktop app to manage providers and configs for Claude Code, Codex, and other AI coding agents.

Rust150k
+2.4k
30▼5
gamedev-skills

awesome-gamedev-agent-skills

+14/h Surging97 Vitality

77 game-dev skills for AI coding agents across Godot, Unity, Unreal and more, auto-loading the right skill per task.

Python6.1k
+2.4k
31▼1
NVIDIA

SkillSpector

+14/h Surging98 Vitality

Scans Claude Code, Codex, and MCP skills for prompt injection, data exfiltration, and supply-chain risks before install.

Python24k
+2.4k
32▲6
anthropics

skills

+13/h Surging98 VitalityTrending

Anthropic's public Agent Skills repo with Python examples showing how to give agents reusable skills.

Python185k
+2.2k
33▼4
paperclipai

paperclip

+14/h Surging98 Vitality

An open-source app for orchestrating, managing, and governing AI agents at work.

TypeScript109k
+2.4k
34
calesthio

OpenMontage

+13/h Surging98 Vitality

Open-source agentic video production system that turns your AI coding assistant into a full studio with 12 pipelines and 100+ tools.

Python74k
+2.3k
35▼4
alchaincyf

huashu-design

+13/h Surging98 Vitality

An HTML design skill that turns one agent prompt into deliverable webpages, prototypes, and PPTX files.

HTML28k
+2.2k
36
addyosmani

agent-skills

+12/h Surging98 Vitality

Production-grade engineering skills for AI coding agents, with setups for Claude Code, Cursor, Codex and more.

JavaScript112k
+2.1k
37
career-ops-hq

career-ops

+12/h Surging98 Vitality

A local AI job-search agent that scores listings against your CV and tailors resumes and cover letters.

JavaScript79k
+2.1k
38▲1
msitarzewski

agency-agents

+12/h Surging96 Vitality

A ready-to-use collection of specialized AI agents, each with its own process and deliverable templates.

Shell166k
+2.0k
39▼6
beenuar

AiSOC

+12/h Surging95 Vitality

Open-source AI SOC: LLM agents triage alerts, map to MITRE ATT&CK, with a replayable decision ledger.

Python5.3k
+2.0k
40▲4
Vincentwei1021

video-shotcraft

+11/h Surging98 Vitality

An AI video skill for Claude Code and Codex that builds editable product promos in Remotion, with 124 shot recipe cards and editing export.

TypeScript15k
+1.9k
41▼1
kajisho5

ffmpeg-skill

+11/h Surging94 VitalityNEW

Wraps 42 FFmpeg tools into an MCP server so coding agents can edit video locally without cloud or API keys.

Python4.1k
+1.8k
42▼10
anthropics

knowledge-work-plugins

+10/h Surging98 VitalityTrending

Open-source collection of Claude Cowork plugins aimed at knowledge workers, ready to reuse.

Python34k
+1.6k
43▼1
elysia395

dsh-wallpaper-engine

+11/h Surging91 VitalityNEW

Brings local Wallpaper Engine wallpapers into a DSH web UI with real-time WebGL rendering.

JavaScript4.2k
+1.8k
44▼3
ruvnet

ruflo

+9/h Surging98 VitalityTrending

An agent harness for deploying multi-agent swarms, coordinating autonomous workflows, and building conversational AI systems with adaptive memory.

TypeScript80k
+1.5k
45
citrolabs

ego-lite

+11/h Surging96 Vitality

Lets AI agents run browser automation with your logged-in browser state, zero config and cost.

JavaScript21k
+1.8k
46▲1
github

spec-kit

+9/h Surging98 Vitality

GitHub's toolkit for spec-driven development, helping you define specs before writing code.

Python144k
+1.6k
47▲1
andyhuo520

digital-human-koubo

+9/h Surging98 VitalityNEW

Turns one photo into AI digital-human talking-head videos with five editing styles and creator packaging components.

TypeScript1.6k
+1.6k
48▼2
Jakeschincariol

replica-skill

+9/h Surging91 VitalityNEW

Eleven free Claude skills that reverse-engineer, rebuild, and debug any app.

Python6.7k
+1.6k
49▲40
qybaihe

bla

+9/h Surging98 VitalityNEW

🛡️ BLA (Blind LLM Agents) — Adversarial defense shield that protects binaries, Electron apps, JS bundles, Python, and WebAssembly against AI reverse-engineering agents like REA. Poison -> Exhaust -> Hallucinate.

TypeScript1.5k
+1.5k
50▼7
latent-spaces

brag

+9/h Surging93 Vitality

Turns a freshly built project into a shareable launch video with one command.

Python20k
+1.5k
51NEW
heydamir

unslop

+9/h Surging96 VitalityNEW

Claude coding skill that transforms generic AI-generated frontend layouts into polished, professionally designed user interfaces with refined visual styling.

JavaScript1.6k
+1.6k
52▲7
DUNHKpcc

Claude-Guardian

+8/h Surging97 VitalityNEW

Assesses device, account history, and network setup to give practical advice on avoiding Claude bans.

Python1.5k
+1.4k
53▼4
anywhere-labs

dsh-desktop

+9/h Surging96 VitalityNEW

A desktop client for the DeepSeek Harness plugin ecosystem, where the desktop itself is a plugin.

TypeScript34k
+1.5k
54▲4
walkinglabs

learn-harness-engineering

+8/h Surging96 Vitality

Harness engineering beginner tutorial, from 0 to 1

TypeScript23k
+1.4k
55▼4
morganlinton

BeautifulRust

+9/h Surging96 VitalityNEW

Agent Skills that teach coding agents to write, review, and port idiomatic Rust, with a tested clippy config.

Python1.5k
+1.5k
56▲1
DenisSergeevitch

ex-ussr-kinship-research

+8/h Surging98 VitalityNEW

A genealogy skill for AI agents that traces family records across the former USSR with cited evidence.

Python1.4k
+1.4k
57▲3
coreyhaines31

marketingskills

+8/h Surging98 Vitality

Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.

JavaScript58k
+1.3k
58▲6
Jakeschincariol

instagram-agent-skill

+8/h SurgingNEW

Claude skills that run an Instagram account: scored Reel hooks, viral research, caption linting, and de-AI humanizing, saving setup time.

Python4.0k
+1.3k
59▼5
awesome-dsh-plugin

awesome-dsh-plugin

+7/h Surging98 VitalityNEW

A curated list of plugins for DeepSeek Harness, useful for finding and comparing available plugins.

JavaScript22k
+1.2k
60▲13
jakubkrehel

skills

+7/h Surging91 VitalityTrending

Packs practical UI-building know-how into agent skills so AI assistants can follow it and ship better interfaces faster.

Markdown9.4k
+1.2k
61▼6
PC2005-cloud

dsh-pet

+7/h Surging94 VitalityNEW

A transparent animated desktop pet installed with one command, supporting multiple instances and custom AI video assets.

TypeScript5.1k
+1.2k
62▼1
Jakeschincariol

youtube-agent-skill

+8/h SurgingNEW

Eleven Claude skills covering the YouTube workflow: hook scripts, title-thumbnail pairing checks, retention analysis, and Shorts cutting, free under MIT.

Python3.9k
+1.3k
63▲4
Motionsites-AI

claude-skill

+7/h Surging96 VitalityNEW

A free Claude skill that helps the model generate award-level, cinematic landing pages, saving time on design, layout, and animation.

Python1.2k
+1.2k
64▼8
dsh-market

dsh-market

+8/h Surging96 VitalityNEW

A visual plugin marketplace for DeepSeek Harness with browsing, search, and one-click install.

TypeScript9.9k
+1.3k
65▼13
Ryze-AI-Adgent

open-seo-mcp-skills

+8/h Surging93 VitalityNEW

An open-source MCP server that lets Claude run SEO research, rank tracking, and audits on your real Search Console data.

Shell8.2k
+1.3k
66▼13
microsoft

skill-recorder

+7/h Surging97 Vitality

Records your on-screen session and turns it into a reusable Skill or automation via Copilot SDK.

TypeScript5.6k
+1.2k
67▼4
alchaincyf

nuwa-skill

+7/h Surging96 Vitality

undefined is an active open-source project written in Python.

Python37k
+1.2k
68▲2
kingcharleslzy-ai

dsh-purge

+8/h Surging96 VitalityNEW

Community-maintained DeepSeek Harness tool for diagnostics, prompt management, updates, and local backup rollback—saves manual troubleshooting.

JavaScript3.7k
+1.3k
69▲6
fabio-rovai

open-ontologies

+7/h Surging95 Vitality

Manage production ontology changes with preview, rollback, blast-radius reports, and auditor-checkable proofs, preventing one edit from breaking everything.

Rust2.5k
+1.1k
70▼5
D4Vinci

Scrapling

+7/h Surging98 Vitality

🕷️ The BEST Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev

Python91k
+1.1k
71▼2
vercel-labs

skills

+6/h Surging98 Vitality

The open agent skills tool - npx skills

TypeScript37k
+1.0k
72▼6
Yuan1z0825

nature-skills

+7/h Surging96 Vitality

Codex skills for Nature-style academic writing and scientific figure preparation.

Python52k
+1.2k
73▼1
kaankiziltug

logo-design-skill

+6/h Surging93 VitalityNEW

A comprehensive logo-design skill for Claude, Gemini CLI, Codex and other AI agents: principles, process, SVG craft, testing tools and a 1,400+ logo reference library.

HTML5.5k
+1.1k
74▼3
Imbad0202

academic-research-skills

+6/h Surging96 Vitality

Academic Research Skills for Claude Code: research → write → review → revise → finalize

Python55k
+1.1k
75▼25
Fei2411

DS-Bot

+6/h Surging98 VitalityNEW

A team of long-lived DeepSeek Harness bots with bot-to-bot messaging and group chats.

JavaScript4.7k
+1.0k
76▼8
mksglu

context-mode

+6/h Surging96 Vitality

Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.

TypeScript33k
+944
77▼3
apify

apify-mcp-server

+7/h Surging

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.

TypeScript14k
+1.1k
78▲4
expo

skills

+6/h Surging92 VitalityTrending

AI agent skills for Expo projects and EAS, helping developers configure, build, and ship apps with fewer setup mistakes.

Shell3.9k
+926
79▲1
alibaba

open-code-review

+6/h Surging96 Vitality

Automated AI code review system open-sourced by Alibaba engineers.

Go49k
+999
80▼18
google-gemini

gemini-cli

+6/h Surging98 Vitality

An open-source AI agent that brings Gemini into your terminal, with MCP support.

TypeScript109k
+988
81▼3
garrytan

gstack

+6/h Surging98 Vitality

Garry Tan's Claude Code setup with 23 opinionated tools covering CEO, design, engineering, release, docs, and QA roles.

TypeScript138k
+970
82▲8
daveebbelaar

bama

+6/h Surging98 VitalityNEW

Agent skills that research, clone, design, build, and test native macOS apps in Swift and SwiftUI.

Swift966
+966
83▼7
ayghri

i-have-adhd

+6/h Surging93 Vitality

A skill to stop your coding agent from burying the answer. ADHD-friendly output.

Python60k
+1.0k
84▼5
ranxianglei

billion-context

+5/h Surging97 VitalityNEW

A context-compression plugin that squeezes month-long sessions into a 100K window and cuts token usage roughly fivefold.

TypeScript3.5k
+908
85▼8
MerZlin

dsh-pet-indesktop

+5/h Surging94 VitalityNEW

Ports a desktop pet to Windows, Linux, and macOS, so the blue fish hangs around your screen with extra interactions.

Python2.9k
+873
86▼2
ZiChuanLan

agent-purge

+5/h Surging96 VitalityNEW

Inject one persona's system prompt into Codex, Claude, opencode and other coding agents via a local web console.

JavaScript917
+917
87▼1
Tencent

WeKnora

+5/h Surging97 Vitality

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

Go36k
+842
88▼7
irinabuht12-oss

marketing-skills

+5/h Surging92 Vitality

Bundles 49 marketing prompts as Claude skills for ads and SEO, mostly funnelling users toward a paid MCP connector.

6.3k
+815
89NEW
UnderleveledBuilder

awesome-short-drama-skills

+5/h Surging97 VitalityNEW

undefined is an active open-source project written in HTML.

HTML1.5k
+806
90▲1
mvanhorn

last30days-skill

+5/h Surging98 Vitality

AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary

Python66k
+798
91▼6
T-Auto

dsh-ops

+5/h Surging92 VitalityNEW

undefined is an active open-source project written in JavaScript.

JavaScript4.9k
+824
92NEW
Appllama

appllama-skills

+5/h SurgingNEW

Agent skills that turn top-grossing app design patterns into native-quality React Native screens, saving mobile devs from building UI from scratch.

3.9k
+864
93▲1
headroomlabs-ai

headroom

+5/h Surging96 Vitality

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

Python78k
+759
94▼7
ccch1mneyyy

dsh-TUI

+5/h Surging94 VitalityNEW

Terminal UI plugin for the DSH coding agent with low overhead, mouse support, a pixel whale, and one-command npm install.

TypeScript6.4k
+810
95▲3
eternityspring

shuohao-skills

+4/h Surging94 VitalityNEW

Agent skills for AI short-drama production: character bibles, outlines, art bibles, screenplays, storyboards; runs in Claude Code and Codex.

JavaScript5.7k
+728
96▼1
genspark-ai

genoffice

+4/h Surging98 Vitality

Free open-source AI office suite for editing Word, Excel, PowerPoint and PDF locally, with a CLI letting AI coding agents read and write those files.

TypeScript11k
+718
97NEW
superdesigndev

treg

+4/h Surging97 Vitality

Unified tool registry and credential proxy for AI agents that manages API secrets and routes tool calls across MCP servers.

Python6.7k
+712
98▼2
virgiliojr94

book-to-skill

+4/h Surging98 Vitality

Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.

Python37k
+691
99▼7
irinabuht12-oss

google-ads-meta-ads-mcp

+4/h Surging91 Vitality

Claims a remote MCP linking Google Ads, Meta Ads, GA4 to Claude; actually a Ryze AI trial lead-gen page without open source code.

6.5k
+743
100NEW
ahujasid

mcp-for-blender

+4/h Surging97 Vitality

Blender plugin that lets any LLM control 3D scenes via MCP, so you can model and edit with natural language instead of menus.

Python33k
+679